Identification of Cancer Mediating Biomarkers using Stacked Denoising Autoencoder Model - An Application on Human Lung Data

In this work, we form stacked denoising auto encoder model which is recognized few feasible genes mediating human lung adenocarcinoma. At first we have trained the data for feature selection by using Stacked Denoising Auto-encoder (SDAE) and for backpropagation we have used Multilayer Perceptron (ML...

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Bibliographic Details

Published in:	Procedia computer science Vol. 167; pp. 686 - 695
Main Authors:	Sheet, Sougata, Ghosh, Anupam, Ghosh, Ranjan, Chakrabarti, Amlan
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 2020
Subjects:	Auto-encoder Deep neural network Gene expression Multilayer perceptron p-value t-test Multilayer perceptron t-test Deep neural network Auto-encoder p-value Gene expression
ISSN:	1877-0509, 1877-0509
Online Access:	Get full text
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